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Table 5 Further analysis: firm-level economic consequences

From: The effect of overseas investors on local market efficiency: evidence from the Shanghai/Shenzhen–Hong Kong Stock Connect

 

(1)

(2)

(3)

(4)

TobinQ

TobinQ

NCSKEWt+1

NCSKEWt+1

HSSC

1.1862***

1.1345***

 − 0.2209***

 − 0.2130***

 

(11.53)

(11.32)

(− 4.37)

(− 4.26)

DailySprd1

 − 66.2750***

 

1.9255**

 
 

(− 24.42)

 

(2.15)

 

HSSC × DailySprd1

26.9079***

 

 − 2.8484***

 
 

(10.75)

 

(− 2.61)

 

DailySprd2

 

 − 72.4783***

 

1.7608*

  

(− 24.20)

 

(1.79)

HSSC × DailySprd2

 

29.0258***

 

 − 3.0079**

  

(10.61)

 

(− 2.49)

Size

 − 0.7819***

 − 0.7857***

 − 0.0795***

 − 0.0788***

 

(− 21.30)

(− 21.37)

(− 8.57)

(− 8.49)

Lev

 − 1.6852***

 − 1.6765***

0.0697*

0.0679*

 

(− 11.65)

(− 11.59)

(1.90)

(1.85)

ROA

7.7476***

7.7364***

 − 0.2293*

 − 0.2289*

 

(13.03)

(12.98)

(− 1.68)

(− 1.68)

Cash_vol

0.0781***

0.0790***

 − 0.0137**

 − 0.0138**

 

(4.48)

(4.53)

(− 2.03)

(− 2.04)

Loss

0.7742***

0.7751***

0.0122

0.0122

 

(11.44)

(11.45)

(0.50)

(0.50)

Age

0.1231***

0.1201***

 − 0.0363***

 − 0.0362***

 

(3.97)

(3.87)

(− 4.06)

(− 4.05)

Opinion

 − 1.1993***

 − 1.2010***

 − 0.0271

 − 0.0270

 

(− 6.71)

(− 6.72)

(− 0.74)

(− 0.74)

Analyst

0.2001***

0.1940***

0.0928***

0.0925***

 

(11.39)

(10.99)

(14.21)

(14.11)

Turnover

 − 0.0838***

 − 0.0838***

 − 0.0109***

 − 0.0111***

 

(− 16.25)

(− 16.26)

(− 6.12)

(− 6.24)

_cons

15.8095***

15.9060***

2.0394***

2.0106***

 

(22.33)

(22.48)

(12.12)

(11.98)

Industry

Yes

Yes

Yes

Yes

Year

Yes

Yes

Yes

Yes

N

17,086

17,086

17,052

17,052

adj. R2

0.546

0.545

0.078

0.078

  1. Following previous studies, we adopt the negative coefficient of skewness of firm-specific weekly returns (NCSKEWt+1) to measure stock crash risk
  2. ***, **, and * denote significance at the 1%, 5%, and 10% level, respectively